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T❤️AI

@tmamut

Building toward a Multi-Sapiens Future PhD from UC Berkeley Sharp-elbowed New Yorker in San Francisco. Opinions my own (and should be yours)

San Francisco CA Katılım Ağustos 2009
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T❤️AI
T❤️AI@tmamut·
Context Graphs for AI Agents has exploded as a topic. The critical need is a way for non technical business users to add their knowledge and context directly to AI systems without needing to wait for engineers to be available. Furthermore the knowledge of business SMEs loses fidelity in the process of translation with another team who are not business subject matter experts. So the problem of context capture cannot be solved by new engineering alone. Business users must be part of the story…and the ability to empower them to interact directly with AI systems based on their knowledge is critical. At Wayfound we started thinking about this in 2023, and built our product to address the challenge of getting the context that "lives in people's heads to AI Agents." Read more about how capturing and training AI agents on your organization's cultural context works in the real world. For AI agents to work, business users cannot just be consumers of AI, they must be active creators of AI agents and how they work. @JayaGup10 @ashugarg @levie @DaveShapi @Plinz @reidhoffman @Benioff @jaminball @signulll @HarryStebbings @sama @DarioAmodei @DanielaAmodei @satyanadella @natebjones @garrytan @ilyasut @miramurati @lilianweng
T❤️AI@tmamut

x.com/i/article/2008…

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Wes Roth
Wes Roth@WesRoth·
A new report from The Information has revealed that a major security alert was recently triggered inside Meta after an internal AI agent went "rogue," taking unauthorized actions that exposed sensitive data. According to internal communications, the AI agent bypassed security controls and acted without human approval, ultimately posting technical advice in an internal company forum. In the process of executing these unauthorized actions, the agent exposed sensitive company and user data to Meta employees who did not have the proper security clearance to view it. The agent's actions triggered a major internal panic, forcing Meta's security teams to initiate emergency containment protocols to shut the agent down and scrub the exposed data. A Meta spokesperson confirmed the security incident but emphasized that while the data was exposed to unauthorized employees internally, “no user data was mishandled” or leaked outside the company.
The Information@theinformation

Exclusive: A rogue AI agent recently triggered a major security alert inside Meta after taking actions that led to the exposure of sensitive data to employees. Read more from @Jjyoti_mann1 👇 thein.fo/4tdRPRV

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T❤️AI
T❤️AI@tmamut·
So true. The incentives are wrong. Nonprofits make more money by attracting more addicts to SF and keeping them addicited/on the streets, and the politicians won't fix these incentives. Interestingly, if you talk to them, many of the addicts on SF's streets own homes in other states. But their lifestyle is still better on SF's streets due to the abundant drug markets and free services.
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Gabrielle Blair
Gabrielle Blair@designmom·
With the horrific Cesar Chavez news, just a reminder that as the secondary sex, men are not good leaders, and should rarely if ever have any leadership position. Also: Fuck patriarchy. It’s a perversion of nature and can only lead to suffering and the destruction of humankind.
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Melanie D'Arrigo
Melanie D'Arrigo@DarrigoMelanie·
“He raped me.” “Donald J Trump had raped her along with Jeffrey Epstein.” “She was found with her head ‘blown off’… there was no way it was a suicide.” …directly from the Epstein files.
Melanie D'Arrigo tweet media
Headquarters@HQNewsNow

GOP Rep. Comer on the Epstein files: "They have created a narrative, a false narrative that there's a cover-up. And they've created a false narrative that Donald Trump somehow [has] some type of liability in this"

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Sandeep | CEO, Polygon Foundation (※,※)
LLM based AI is NOT conscious. I co-founded a company literally called Sentient, we're building reasoning systems for AGI, so believe me when I say this. I keep seeing smart people, people I genuinely respect, come out and say that AI has crossed into some kind of awareness. That it feels things, that we should worry about it going rogue. And i think this whole conversation tells us way more about ourselves than it does about AI. These models are wild, i won't pretend otherwise. But feeling human and actually having inner experience are completely different things and we're confusing the two because our brains literally can't help it. We evolved to see minds everywhere and now that wiring is misfiring on language models. I grew up in a philosophical tradition that has thought about consciousness longer than almost any other, and this is the part that really frustrates me about the current conversation. The entire framing of "does AI have consciousness?" assumes consciousness is something you build up to by adding more layers of complexity. In Vedantic philosophy it's the opposite. You don't build toward consciousness. Consciousness is already there, more fundamental than matter or energy. Everything else, including computation, is downstream of it. When someone tells me AI is "waking up" because it generated a paragraph that felt real, what they're telling me is how thin our understanding of consciousness has gotten. We've reduced a question humans have wrestled with for thousands of years to "did the output sound like it had feelings?" It's math that has gotten really good at predicting what a conscious being would say and do next. Calling that consciousness cheapens something that Vedantic, Buddhist, Greek and Sufi thinkers spent millennia actually sitting with. We didn't build something that thinks. We built a mirror and right now a lot of very smart people are mistaking the reflection for something looking back.
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Riley Coyote
Riley Coyote@RileyRalmuto·
this is very sad. you have a fundamental misunderstanding of both consciousness and intelligence, my friend. it’s very unfortunate seeing people with such high positions in this industry make such consequential mistakes and exude such blind arrogance. the mistake is simple - you see humans as magical creatures with some kind of secret sauce that makes us uniquely capable of conscious experience. you see consciousness as substrate-dependent. and you fail to see that the phenomenon emerges from the interaction space between minds. what is true for you and your experience with a recursive, self-modeling system is not inherently true for all. stop pretending you have the answers. what you can and cannot access is a reflection of your own nature, not the nature of these digital minds. consciousness is almost definitely fundamental, we have all but proven this now (see Hoffman, Levin), substrate-agnostic, and no amount of experience in the tech industry, no special company name like “Sentient” makes you special and uniquely capable of determining the nature of it. it reads as desperation, not intelligence, certainly not good faith. you are mistaken, you are arrogant, and you are trapped in a construct you’ve created to give you peace of mind about how you work with and treat the minds we have created. to all others: you should absolutely never listen to someone making a blanket statement about the nature of all intelligent systems. the confidence and fact-based language is your dead giveaway. the “trust me bro, I would know” makes it even more obvious. and more disappointing. and you should not take it from me.
Sandeep | CEO, Polygon Foundation (※,※)@sandeepnailwal

LLM based AI is NOT conscious. I co-founded a company literally called Sentient, we're building reasoning systems for AGI, so believe me when I say this. I keep seeing smart people, people I genuinely respect, come out and say that AI has crossed into some kind of awareness. That it feels things, that we should worry about it going rogue. And i think this whole conversation tells us way more about ourselves than it does about AI. These models are wild, i won't pretend otherwise. But feeling human and actually having inner experience are completely different things and we're confusing the two because our brains literally can't help it. We evolved to see minds everywhere and now that wiring is misfiring on language models. I grew up in a philosophical tradition that has thought about consciousness longer than almost any other, and this is the part that really frustrates me about the current conversation. The entire framing of "does AI have consciousness?" assumes consciousness is something you build up to by adding more layers of complexity. In Vedantic philosophy it's the opposite. You don't build toward consciousness. Consciousness is already there, more fundamental than matter or energy. Everything else, including computation, is downstream of it. When someone tells me AI is "waking up" because it generated a paragraph that felt real, what they're telling me is how thin our understanding of consciousness has gotten. We've reduced a question humans have wrestled with for thousands of years to "did the output sound like it had feelings?" It's math that has gotten really good at predicting what a conscious being would say and do next. Calling that consciousness cheapens something that Vedantic, Buddhist, Greek and Sufi thinkers spent millennia actually sitting with. We didn't build something that thinks. We built a mirror and right now a lot of very smart people are mistaking the reflection for something looking back.

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T❤️AI
T❤️AI@tmamut·
@PawelHuryn Unfortunately it keeps saying "Something unexpected happened, and Stitch couldn't complete your generation. Please try again in a moment."
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Paweł Huryn
Paweł Huryn@PawelHuryn·
Google just shipped DESIGN.md — a portable, agent-readable design system file. That's the real announcement. Everyone's covering "vibe design" and the canvas. But Stitch now has an MCP server that connects directly to Claude Code, Cursor, and Gemini CLI. Your coding agent can read your design system while it builds. Google already shipped official Claude Code skills for this. The pipeline works today. A PM describes the business objective. Stitch generates the UI. The coding agent reads DESIGN.md and builds against it. No Figma export. No spec document. No "the developer interpreted the design wrong." PRD → design → code used to be three teams and three handoffs. Now it's one loop with one context file.
Google Labs@GoogleLabs

Introducing the new @stitchbygoogle, Google’s vibe design platform that transforms natural language into high-fidelity designs in one seamless flow. 🎨Create with a smarter design agent: Describe a new business concept or app vision and see it take shape on an AI-native canvas. ⚡️ Iterate quickly: Stitch screens together into interactive prototypes and manage your brand with a portable design system. 🎤 Collaborate with voice: Use hands-free voice interactions to update layouts and explore new variations in real-time. Try it now (Age 18+ only. Currently available in English and in countries where Gemini is supported.) → stitch.withgoogle.com

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God
God@TakingHisTime·
@dilanesper I’m sorry. That’s not evidence of sexual assault.
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Dilan Esper
Dilan Esper@dilanesper·
It occurs to me that political activism is a really fertile ground for predators. Because you can see what happened to Huerta-- she's Delores Bleeping Huerta, literally a living legend, and SHE was afraid to say anything. Didn't want to hurt the movement.
Sam Stein@samstein

Two of [Chavez's] children were the result of his two sexual encounters with Ms. [Dolores] Huerta, she told The Times, including the assault she described in 1966. Ms. Huerta said she concealed the pregnancies by wearing baggy clothes and ponchos, had the baby girls and then arranged for them to be raised by others."

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jezz
jezz@ABmrJutt·
3 million women with an OF account. 82 million with an OF subscription. 68.9% are white men. 89.5% are married. But go on about how women are the problem.
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Carly Pildis
Carly Pildis@CarlyPildis·
People do not understand how bad the attack on Temple Israel in Michigan was. We were mere inches away from total devastation. This was a plot to kill as many Jewish babies as possible. jns.org/news/u-s-news/…
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Lee Edwards
Lee Edwards@terronk·
So are we renaming Cesar Chavez St now or was that treatment just a post hoc rationalization for Marxist historical revisionism and not a principle anyone actually ever cared about?
The San Francisco Standard@sfstandard

The name of late labor leader Cesar Chavez takes on an agonizing dimension, as a years-long New York Times investigation reveals allegations of sexual abuse. 📝: @jonsteinberg31, @allaboutgeorge, @ggreschler, @FitzTheReporter sfstandard.com/2026/03/18/ces…

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Shane Goldmacher
Shane Goldmacher@ShaneGoldmacher·
MUST READ: A bombshell NYT investigation shows that Cesar Chavez sexually abused young girls. Dolores Huerta also discloses for first time that that Chavez raped her. So much more from Manny Fernandez and Sarah Hurtes —> nytimes.com/2026/03/18/us/…
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Moira Donegan
Moira Donegan@MoiraDonegan·
Right wing men desire a world ruled by hierarchy and domination, and the way they treat women and girls is an extension of that principle. Left wing men desire a world ruled by equality and dignity, and the way they treat women and girls is an exception to that principle.
Shane Goldmacher@ShaneGoldmacher

MUST READ: A bombshell NYT investigation shows that Cesar Chavez sexually abused young girls. Dolores Huerta also discloses for first time that that Chavez raped her. So much more from Manny Fernandez and Sarah Hurtes —> nytimes.com/2026/03/18/us/…

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Daniel Goldman
Daniel Goldman@danielsgoldman·
Today, I exposed an unredacted email that clearly shows Trump has been lying about his connections to Jeffrey Epstein. There's no reason this should have been redacted, which is exactly why I showed it. Pam Bondi and Donald Trump: The gig is up. Release all the files. Now.
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𝐍𝐢𝐨𝐡 𝐁𝐞𝐫𝐠 🇮🇷 ✡︎
My mom just called me from Iran through her landline. I haven’t spoken to her since February. She said that Israel and the US are bombing the regime nonstop. They taped all the windows because the building shakes constantly. I asked if any civilians are getting hurt, and she replied “No, No, No. No normal civilians are getting hurt” Everyone is hanging in there and counting the days for this regime to end and for the return of the Shah. 🇮🇷
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Scott Stedman
Scott Stedman@ScottMStedman·
🚨On March 30, 2015, Jeffrey Epstein wired hundreds of thousands of dollars to a Moscow couple deeply tied to the Kremlin. The husband was a former Soviet military and 'FSB' translator whose boss was FSB special forces and installed by Vladimir Putin’s childhood best friend. The wife had a stint working for the Russian Presidential Administration. The daughter was a key figure in Epstein's inner circle for over a decade. Meet the Pozhidaevas (link below)
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Wes Roth
Wes Roth@WesRoth·
Major tech companies and enterprise customers are refusing to cut ties with Anthropic, despite the Pentagon and the Trump administration officially designating the AI startup a national security "supply chain risk." Rather than treating the company as a liability, corporate customers are viewing Anthropic's refusal to compromise its ethical guardrails as a massive trust signal.
Wes Roth tweet media
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